Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence. - Yuhan Wang; Shuochen Chang; Yalin Feng; Dongsheng Ma; Yuanzi Li; Zhengren Wang; Yinglong Yang; Yufei Chen; Yikang Wang; Shaoxu Sun; Wentao Zhang (CoRR, 2026)